Analytics Vidhya

JULY 10, 2024

Introduction This article introduces the ReAct pattern for improved capabilities and demonstrates how to create AI agents from scratch. It covers testing, debugging, and optimizing AI agents in addition to tools, libraries, environment setup, and implementation. This tutorial gives users the skills they need to create effective AI agents, regardless of whether they are developers […] The post Comprehensive Guide to Build AI Agents from Scratch appeared first on Analytics Vidhya.

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AI AI Large Language Models Generative AI 343

AssemblyAI

JULY 10, 2024

LeMUR, AssemblyAI's framework for leveraging Large Language Models (LLMs) to understand recognized speech, makes it possible to ask questions, generate content, and create summaries from your audio data to provide better outputs and insights for your end users. With the addition of the Claude 3 model family, you'll get access to a range of state-of-the-art LLM models so you can select, test, and leverage models that best suit your users' needs.

LLM 170

LLM Large Language Models AI AI 170

Analytics Vidhya

JULY 10, 2024

Introduction Ever felt like your SQL queries could use a bit of a readability boost? Enter SQL aliases. These nifty tools let you give your tables and columns temporary nicknames, making your queries clearer and easier to handle. This article will discuss all the use cases of alias clauses, like renaming columns and tables and […] The post How to Use Aliases in SQL?

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Unite.AI

JULY 10, 2024

AMD has made a big move to strengthen its position in the AI space by buying Silo AI , Europe’s largest private AI lab. The $665m deal is a key part of AMD’s AI push. Silo AI was founded in 2017 and is based in Helsinki, Finland. They are a leading AI research and development company that creates custom AI models, platforms and solutions for many industries with a focus on cloud, embedded, and endpoint computing.

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Artificial Intelligence Artificial Intelligence AI AI 147

Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL

Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.

AI

Analytics Vidhya

JULY 10, 2024

Introduction When you think about AI agents, do you imagine an assistant like R2-D2 from Star Wars, always ready to help? Or maybe WALL-E, the robot on a mission to clean up Earth? Maybe your mind drifts to Ava from Ex Machina, exploring AI? While today’s technology hasn’t reached this point of creating sentient beings […] The post A Comprehensive Guide on Building AI Agents with AutoGPT appeared first on Analytics Vidhya.

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Robotics AI AI ChatGPT 252

Analytics Vidhya

JULY 10, 2024

Introduction Excel’s LOOKUP capabilities are essential tools for data analysis because they let users quickly find and retrieve data from big databases. These functions boost productivity for various tasks, from straightforward lookups to intricate data management. This article will examine Excel’s most popular LOOKUP functions. What are LOOKUP Functions in Excel?

Data Analysis 251

Data Analysis 251

Marktechpost

JULY 10, 2024

A major step forward in mathematical reasoning is the use of computer-verifiable formal languages such as Lean to prove mathematical theorems. These formal languages make it possible to rigorously verify proofs, guaranteeing accuracy and consistency in mathematical outcomes. Using Large Language Models (LLMs) trained on Natural Language (NL) proofs to produce comprehensive formal proofs is a promising method for formal theorem proving.

Large Language Models 136

Large Language Models LLM ML Artificial Intelligence 136

Analytics Vidhya

JULY 10, 2024

Introduction In the ever-evolving landscape of data processing, extracting structured information from PDFs remains a formidable challenge, even in 2024. While numerous models excel at question-answering tasks, the real complexity lies in transforming unstructured PDF content into organized, actionable data. Let’s explore this challenge and discover how Indexify and PaddleOCR can be the tools we […] The post Seamlessly Extract Text from PDFs with Indexify and PaddleOCR appeared first

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Data Extraction Python 248

Marktechpost

JULY 10, 2024

Numina has announced the release of its latest model, NuminaMath 7B TIR. This advanced language model is designed specifically for solving mathematical problems. The model boasts 6.91 billion parameters and is adept at handling complex mathematical queries through a sophisticated tool-integrated reasoning (TIR) mechanism. NuminaMath 7B TIR’s problem-solving process is structured and efficient: Chain of Thought Reasoning : The model generates a detailed reasoning pathway to approach the pro

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Python Natural Language Processing ML Large Language Models 133

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

LLM

Analytics Vidhya

JULY 10, 2024

Introduction Think of letting a computer not only see something but also comprehend it. This is at the heart of object detection and a key application area in Computer Vision that has dramatically changed how machines interact with the world. Self-driving cars traversing through packed streets or security mechanisms recognize potential threats, and object detection […] The post Object Detection Algorithms: R-CNN, Fast R-CNN, Faster R-CNN, and YOLO appeared first on Analytics Vidhya.

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Algorithm Computer Vision Machine Learning 229

Marktechpost

JULY 10, 2024

SenseTime, a leading AI company from China, has unveiled its latest advancement, the SenseNova 5.5 , at the 2024 World Artificial Intelligence Conference & High-Level Meeting on Global AI Governance. The release emphasizes SenseTime’s commitment to innovation and practical application in various industries. The SenseNova 5.5 Large Model represents a comprehensive upgrade, integrating the first real-time multimodal model in China, SenseNova 5o.

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Artificial Intelligence Artificial Intelligence OpenAI Generative AI 132

Analytics Vidhya

JULY 10, 2024

Introduction PySpark is an interface for Apache Spark in Python, designed to leverage Spark’s features such as Spark SQL, Spark DataFrame, Spark Streaming, Spark Core, and Spark MLlib. It processes structured and semi-structured datasets efficiently by providing optimized APIs, allowing seamless data handling from various sources. The integration of Apache Spark with Python, originally written […] The post Top 30 PySpark Interview Questions and Answers appeared first on Analytics Vid

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Python 224

NVIDIA

JULY 10, 2024

Improved cancer diagnostics — and improved patient outcomes — could be among the changes generative AI will bring to the healthcare industry, thanks to Paige, the first company with an FDA-approved tool for cancer diagnosis. In this episode of NVIDIA’s AI Podcast , host Noah Kravitz speaks with Paige cofounder and Chief Scientific Officer Thomas Fuchs.

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Artificial Intelligence Artificial Intelligence AI AI 126

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

Marktechpost

JULY 10, 2024

AI and ML are revolutionizing cybersecurity by significantly boosting defensive and offensive capabilities. On the defensive front, these technologies empower systems to detect better and counter cyber threats. AI and ML algorithms excel in processing extensive datasets, enabling them to identify patterns and anomalies far more efficiently than traditional approaches.

Machine Learning 121

Machine Learning ML AI AI 121

AWS Machine Learning Blog

JULY 10, 2024

Today, we’re excited to introduce two powerful new features for Amazon Bedrock: Prompt Management and Prompt Flows, in public preview. These features are designed to accelerate the development, testing, and deployment of generative artificial intelligence (AI) applications, enabling developers and business users to create more efficient and effective solutions that are easier to maintain.

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Generative AI AI Developer AI Development Chatbots 108

Marktechpost

JULY 10, 2024

Ensuring the safety of Large Language Models (LLMs) has become a pressing concern in the ocean of a huge number of existing LLMs serving multiple domains. Despite the implementation of training methods like Reinforcement Learning from Human Feedback (RLHF) and the development of inference-time guardrails, many adversarial attacks have demonstrated the ability to bypass these defenses.

LLM 119

LLM Large Language Models AI AI 119

Machine Learning Mastery

JULY 10, 2024

Reinforcement Learning (RL) is a type of machine learning. It trains an agent to make decisions by interacting with an environment. This article covers the basic concepts of RL. These include states, actions, rewards, policies, and the Markov Decision Process (MDP). By the end, you will understand how RL works. You will also learn how […] The post Principles of Reinforcement Learning: An Introduction with Python appeared first on MachineLearningMastery.com.

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Python Machine Learning Algorithm 103

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AI

Marktechpost

JULY 10, 2024

Few-shot Generative Domain Adaptation (GDA) is a machine learning and domain adaptation concept that addresses the challenge of adapting a model trained on a source domain to perform well on a target domain, using only a few examples from the target domain. Such a technique is particularly useful when obtaining a large amount of labeled data from the target domain, which is expensive or impractical.

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Machine Learning ML AI Modeling AI 118

Extreme Tech

JULY 10, 2024

Microsoft is reportedly having trouble getting some of the biggest names in tech to optimize their apps and add new features for 'AI PCs.

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AI AI 114

Marktechpost

JULY 10, 2024

Product insights & monitoring, testing, end-to-end analytics, and errors are four of the most difficult LLMs to monitor and test. Teams mostly waste weeks of dev time building internal tools to solve these problems. Most product analytics efforts have concentrated on numerical metrics like CTR and conversion rates. This information is critical, yet it is incomplete.

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LLM Natural Language Processing Categorization AI 111

Artificial Lawyer

JULY 10, 2024

Spellbook, an early pioneer in legal genAI applications, has launched Benchmarks, an ‘at-a-glance’ tool that helps lawyers to quickly spot where contracts may be ‘off.

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Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

AI

Marktechpost

JULY 10, 2024

The world’s cultural heritage faces mounting peril from escalating conflicts and natural disasters, jeopardizing ancient sites and artifacts worldwide. Wars, earthquakes, and floods pose existential threats, imperiling invaluable pieces of history. Urgent action is needed to protect these sites. Artificial intelligence (AI) presents a potent solution, providing sophisticated tools to document, analyze, and safeguard cultural heritage.

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Categorization Artificial Intelligence Artificial Intelligence Algorithm 105

Artificial Lawyer

JULY 10, 2024

Harvey made its name from day one by cutting deals with major law firms, but today a medium-size firm from Baltimore – Whiteford – which is outside the AmLaw 200, announced it was embracing the leg…

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Marktechpost

JULY 10, 2024

Self-attention mechanisms can capture associations across entire sequences, making them excellent at processing extended contexts. However, they have a high computational cost, namely quadratic complexity, which implies that as the sequence length increases, the amount of time and memory needed increases. Recurrent Neural Networks (RNNs), on the other hand, have linear complexity, which increases their computational efficiency.

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Neural Network Large Language Models Machine Learning ML 104

Artificial Lawyer

JULY 10, 2024

By Tycho Orton. In the wake of Stanford University’s recent paper on AI-driven legal research tools, debate has erupted over the accuracy of these systems.

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AI AI 93

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Generative AI

SAS Software

JULY 10, 2024

Mixing vegetables into a meal you already love is one trick that helps non-veggie lovers increase their vegetable intake. Including sprouts is another non-intimidating way to sneak in more of the benefits of veggies. Why you ask? Research estimates that broccoli and cauliflower sprouts contain 10-100 times more cancer-fighting glucoraphanin [.] The post Sprouting made simple appeared first on SAS Blogs.

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Extreme Tech

JULY 10, 2024

AMD's upcoming flagship mobile socket will be 70% bigger than the standard Phoenix/Strix FP8 package.

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Artificial Lawyer

JULY 10, 2024

What if AI saves lawyers time, but it either hurts their profits, or makes no real difference because they still have to bill enough hours to hit their targets?

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AI AI 81